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VulHunter: Hunting Vulnerable Smart Contracts at EVM Bytecode-Level via...
Zhaoxuan Li, Siqi Lu, Rui Zhang, Ziming Zhao, Rujin Liang, Rui Xue, Wenhao Li, Fan Zhang, Sheng Gao: VulHunter: Hunting Vulnerable Smart Contracts at EVM Bytecode-Level via Multiple Instance Learning....
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Constructing Cyber-Physical System Testing Suites Using Active Sensor Fuzzing.
Fan Zhang, Qianmei Wu, Bohan Xuan, Yuqi Chen, Wei Lin, Christopher M. Poskitt, Jun Sun, Binbin Chen: Constructing Cyber-Physical System Testing Suites Using Active Sensor Fuzzing. IEEE Trans. Software...
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RAFA: Redundancies-assisted Algebraic Fault Analysis and its implementation...
Zehong (Zephyr) Qiu, Fan Zhang: RAFA: Redundancies-assisted Algebraic Fault Analysis and its implementation on SPN block ciphers. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2023(3): 570-596 (2023)
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Efficient Persistent Fault Analysis with Small Number of Chosen Plaintexts.
Fan Zhang, Run Huang, Tianxiang Feng, Xue Gong, Yulong Tao, Kui Ren, Xinjie Zhao, Shize Guo: Efficient Persistent Fault Analysis with Small Number of Chosen Plaintexts. IACR Trans. Cryptogr. Hardw....
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Fiddling the Twiddle Constants - Fault Injection Analysis of the Number...
Prasanna Ravi, Bolin Yang, Shivam Bhasin, Fan Zhang, Anupam Chattopadhyay: Fiddling the Twiddle Constants - Fault Injection Analysis of the Number Theoretic Transform. IACR Trans. Cryptogr. Hardw....
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CoTree: A Side-Channel Collision Tool to Push the Limits of Conquerable Space.
Changhai Ou, Debiao He, Kexin Qiao, Shihui Zheng, Siew-Kei Lam, Fan Zhang: CoTree: A Side-Channel Collision Tool to Push the Limits of Conquerable Space. IEEE Trans. Comput. Aided Des. Integr. Circuits...
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Extending the classical side-channel analysis framework to access-driven...
Pengfei Guo, Yingjian Yan, Fan Zhang, Chunsheng Zhu, Lichao Zhang, Zibin Dai: Extending the classical side-channel analysis framework to access-driven cache attacks. Comput. Secur. 129: 103255 (2023)
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FaultMorse: An automated controlled-channel attack via longest recurring...
Lifeng Hu, Fan Zhang, Ziyuan Liang, Ruyi Ding, Xingyu Cai, Zonghui Wang, Wenguang Jin: FaultMorse: An automated controlled-channel attack via longest recurring sequence. Comput. Secur. 124: 103003 (2023)
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DDoS family: A novel perspective for massive types of DDoS attacks.
Ziming Zhao, Zhaoxuan Li, Zhihao Zhou, Jiongchi Yu, Zhuoxue Song, Xiaofei Xie, Fan Zhang, Rui Zhang: DDoS family: A novel perspective for massive types of DDoS attacks. Comput. Secur. 138: 103663 (2024)
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CMD: Co-Analyzed IoT Malware Detection and Forensics via Network and Hardware...
Ziming Zhao, Zhaoxuan Li, Jiongchi Yu, Fan Zhang, Xiaofei Xie, Haitao Xu, Binbin Chen: CMD: Co-Analyzed IoT Malware Detection and Forensics via Network and Hardware Domains. IEEE Trans. Mob. Comput....
View ArticleSHAPER: A General Architecture for Privacy-Preserving Primitives in Secure...
Ziyuan Liang, Qi'ao Jin, Zhiyong Wang, Zhaohui Chen, Zhen Gu, Yanheng Lu, Fan Zhang: SHAPER: A General Architecture for Privacy-Preserving Primitives in Secure Machine Learning. IACR Trans. Cryptogr....
View ArticleFed-urlBERT: Client-side Lightweight Federated Transformers for URL Threat...
Yujie Li, Yanbin Wang, Haitao Xu, Zhenhao Guo, Fan Zhang, Ruitong Liu, Wenrui Ma: Fed-urlBERT: Client-side Lightweight Federated Transformers for URL Threat Analysis. CoRR abs/2312.03636 (2023)
View ArticlePyraTrans: Attention-Enriched Pyramid Transformer for Malicious URL Detection.
Ruitong Liu, Yanbin Wang, Zhenhao Guo, Haitao Xu, Zhan Qin, Wenrui Ma, Fan Zhang: PyraTrans: Attention-Enriched Pyramid Transformer for Malicious URL Detection. CoRR abs/2312.00508 (2023)
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DNAttest: Digital-twin-based Non-intrusive Attestation under Transient...
Wei Lin, Heng Chuan Tan, Binbin Chen, Fan Zhang: DNAttest: Digital-twin-based Non-intrusive Attestation under Transient Uncertainty. DSN 2023: 376-388
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Trident: A Universal Framework for Fine-Grained and Class-Incremental Unknown...
Ziming Zhao, Zhaoxuan Li, Zhuoxue Song, Wenhao Li, Fan Zhang: Trident: A Universal Framework for Fine-Grained and Class-Incremental Unknown Traffic Detection. WWW 2024: 1608-1619
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Improving Model Robustness against Adversarial Examples with Redundant Fully...
Ziming Zhao, Zhaoxuan Li, Tingting Li, Jiongchi Yu, Fan Zhang, Rui Zhang: Improving Model Robustness against Adversarial Examples with Redundant Fully Connected Layer. WWW (Companion Volume) 2024: 529-532
View ArticlePoster: Combine Topology and Traffic to Calibrate P2P Botnet Identification...
Ziming Zhao, Zhaoxuan Li, Fan Zhang, Tingting Li, Jianwei Yin: Poster: Combine Topology and Traffic to Calibrate P2P Botnet Identification in Large-Scale Network. SIGCOMM (Posters and Demos) 2024: 16-18
View ArticleRIDS: Towards Advanced IDS via RNN Model and Programmable Switches...
Ziming Zhao, Zhaoxuan Li, Zhuoxue Song, Fan Zhang, Binbin Chen: RIDS: Towards Advanced IDS via RNN Model and Programmable Switches Co-Designed Approaches. INFOCOM 2024: 591-600
View ArticleAn Automated Alert Cross-Verification System with Graph Neural Networks for...
Liang Li, Yuanhui He, Feiyang Huang, Ziming Zhao, Zhuoxue Song, Tong Zhou, Zhenyuan Li, Fan Zhang: An Automated Alert Cross-Verification System with Graph Neural Networks for IDS Events. CSCWD 2024:...
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HQsFL: A Novel Training Strategy for Constructing High-performance and...
Bo Yu, Huajie Shen, Qian Xu, Wei He, Wankui Mao, Qing Zhang, Fan Zhang: HQsFL: A Novel Training Strategy for Constructing High-performance and Quantum-safe Federated Learning. AsiaCCS 2024
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DDoSMiner: An Automated Framework for DDoS Attack Characterization and...
Xi Ling, Jiongchi Yu, Ziming Zhao, Zhihao Zhou, Haitao Xu, Binbin Chen, Fan Zhang: DDoSMiner: An Automated Framework for DDoS Attack Characterization and Vulnerability Mining. ACNS (2) 2024: 283-309
View ArticleA Unified and Fully Automated Framework for Wavelet-Based Attacks on Random...
Qianmei Wu, Fan Zhang, Shize Guo, Kun Yang, Haoting Shen: A Unified and Fully Automated Framework for Wavelet-Based Attacks on Random Delay. IEEE Trans. Computers 73(9): 2206-2219 (2024)
View ArticleDouble laser-faults based PFA on cryptographic circuits with algebraic analysis.
Xue Gong, Ao Shen, Tianxiang Feng, Guorui Xu, Shize Guo, Fan Zhang: Double laser-faults based PFA on cryptographic circuits with algebraic analysis. Integr. 97: 102174 (2024)
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metaNet: Interpretable unknown mobile malware identification with a novel...
Zhaoxuan Li, Ziming Zhao, Rui Zhang, Haoyang Lu, Wenhao Li, Fan Zhang, Siqi Lu, Rui Xue: metaNet: Interpretable unknown mobile malware identification with a novel meta-features mining algorithm....
View ArticleTransURL: Improving malicious URL detection with multi-layer Transformer...
Ruitong Liu, Yanbin Wang, Zhenhao Guo, Haitao Xu, Zhan Qin, Wenrui Ma, Fan Zhang: TransURL: Improving malicious URL detection with multi-layer Transformer encoding and multi-scale pyramid features....
View ArticleLess Effort, More Success: Efficient Genetic Algorithm-Based Framework for...
Jiawei Zhang, Jiangshan Long, Changhai Ou, Kexin Qiao, Fan Zhang, Shi Yan: Less Effort, More Success: Efficient Genetic Algorithm-Based Framework for Side-channel Collision Attacks. IACR Cryptol....
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PMANet: Malicious URL detection via post-trained language model guided...
Ruitong Liu, Yanbin Wang, Haitao Xu, Zhan Qin, Fan Zhang, Yiwei Liu, Zheng Cao: PMANet: Malicious URL detection via post-trained language model guided multi-level feature attention network. Inf. Fusion...
View ArticleTAGS: Real-time Intrusion Detection with Tag-Propagation-based Provenance...
Zhenyuan Li, Yangyang Wei, Xiangmin Shen, Lingzhi Wang, Yan Chen, Haitao Xu, Shouling Ji, Fan Zhang: TAGS: Real-time Intrusion Detection with Tag-Propagation-based Provenance Graph Alignment on...
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Effective DDoS Mitigation via ML-Driven In-Network Traffic Shaping.
Ziming Zhao, Zhuotao Liu, Huan Chen, Fan Zhang, Zhuoxue Song, Zhaoxuan Li: Effective DDoS Mitigation via ML-Driven In-Network Traffic Shaping. IEEE Trans. Dependable Secur. Comput. 21(4): 4271-4289 (2024)
View ArticleFOSS: Towards Fine-Grained Unknown Class Detection Against the Open-Set...
Ziming Zhao, Zhaoxuan Li, Xiaofei Xie, Jiongchi Yu, Fan Zhang, Rui Zhang, Binbin Chen, Xiangyang Luo, Ming Hu, Wenrui Ma: FOSS: Towards Fine-Grained Unknown Class Detection Against the Open-Set Attack...
View ArticleThe Mysteries of LRA: Roots and Progresses in Side-channel Applications.
Jiangshan Long, Changhai Ou, Zhu Wang, Fan Zhang: The Mysteries of LRA: Roots and Progresses in Side-channel Applications. IACR Cryptol. ePrint Arch. 2024: 1735 (2024)
View ArticleVul-LMGNNs: Fusing language models and online-distilled graph neural networks...
Ruitong Liu, Yanbin Wang, Haitao Xu, Jianguo Sun, Fan Zhang, Peiyue Li, Zhenhao Guo: Vul-LMGNNs: Fusing language models and online-distilled graph neural networks for code vulnerability detection. Inf....
View ArticleTPE-Det: A Tamper-Proof External Detector via Hardware Traces Analysis...
Ziming Zhao, Zhaoxuan Li, Tingting Li, Fan Zhang: TPE-Det: A Tamper-Proof External Detector via Hardware Traces Analysis Against IoT Malware. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst....
View ArticleDemo: Enhancing Smart Contract Security Comprehensively through Dynamic...
Zhaoxuan Li, Ziming Zhao, Wenhao Li, Rui Zhang, Rui Xue, Siqi Lu, Fan Zhang: Demo: Enhancing Smart Contract Security Comprehensively through Dynamic Symbolic Execution. CCS 2024: 5072-5074
View ArticleKey Schedule Guided Persistent Fault Attack.
Xue Gong, Fan Zhang, Xin-jie Zhao, Jie Xiao, Shize Guo: Key Schedule Guided Persistent Fault Attack. IEEE Trans. Inf. Forensics Secur. 20: 767-780 (2025)
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A Deep Investigation on Stealthy DVFS Fault Injection Attacks at DNN Hardware...
Junge Xu, Fan Zhang, Wenguang Jin, Kun Yang, Zeke Wang, Weixiong Jiang, Yajun Ha: A Deep Investigation on Stealthy DVFS Fault Injection Attacks at DNN Hardware Accelerators. IEEE Trans. Comput. Aided...
View ArticleTowards Context-Aware Traffic Classification via Time-Wavelet Fusion Network.
Ziming Zhao, Zhuoxue Song, Xiaofei Xie, Zhaoxuan Li, Jiongchi Yu, Fan Zhang, Tingting Li: Towards Context-Aware Traffic Classification via Time-Wavelet Fusion Network. KDD (1) 2025: 2089-2100
View ArticleA Large-Scale P2P Botnet Detection Framework via Topology and Traffic...
Ziming Zhao, Zhaoxuan Li, Tingting Li, Fan Zhang: A Large-Scale P2P Botnet Detection Framework via Topology and Traffic Co-Verification. SECON 2024: 1-9
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Statistical Analysis of Non-Profiling Higher-Order Distinguishers Against...
Qianmei Wu, Wei Cheng, Fan Zhang, Sylvain Guilley: Statistical Analysis of Non-Profiling Higher-Order Distinguishers Against Inner Product Masking. IEEE Trans. Inf. Forensics Secur. 20: 4008-4023 (2025)
View ArticleSide-Channel Analysis Revisited and Evaluated.
Jiangshan Long, Changhai Ou, Yukun Cheng, Kexin Qiao, Wei Cheng, Fan Zhang: Side-Channel Analysis Revisited and Evaluated. IACR Cryptol. ePrint Arch. 2025: 725 (2025)
View ArticleThe Throughput Gain of Hypercycle-level Resource Reservation for...
Peng Wang, Suman Sourav, Binbin Chen, Hongyan Li, Feng Wang, Fan Zhang: The Throughput Gain of Hypercycle-level Resource Reservation for Time-Triggered Ethernet. CoRR abs/2506.11745 (2025)
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Defending Data Inference Attacks Against Machine Learning Models by...
Ziqi Yang, Yiran Zhu, Jie Wan, ChuXiao Xiang, Tong Tang, Yilin Wang, Ruite Xu, Lijin Wang, Fan Zhang, Jiarong Xu, Zhan Qin: Defending Data Inference Attacks Against Machine Learning Models by...
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HTs-GCN: Identifying Hardware Trojan Nodes in Integrated Circuits Using a...
Jie Xiao, Shuiliang Chai, Yanjiao Gao, Yuhao Huang, Fan Zhang, Tieming Chen: HTs-GCN: Identifying Hardware Trojan Nodes in Integrated Circuits Using a Graph Convolutional Network. IEEE Trans. Comput....
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Verify All Traffic: Towards Zero-Trust In-Network Intrusion Detection Against...
Ziming Zhao, Zhaoxuan Li, Xiaofei Xie, Zhipeng Liu, Tingting Li, Jiongchi Yu, Fan Zhang, Binbin Chen: Verify All Traffic: Towards Zero-Trust In-Network Intrusion Detection Against Multipath Routing....
View ArticleBeyond Side-Channels: Evaluating Inner Product Masking Against SIFA.
Qianmei Wu, Sayandeep Saha, Wei Cheng, Fan Zhang, Shivam Bhasin: Beyond Side-Channels: Evaluating Inner Product Masking Against SIFA. IACR Cryptol. ePrint Arch. 2025: 1248 (2025)
View ArticleReality Check on Side-Channels: Lessons learnt from breaking AES on ARM...
Harishma Boyapally, Dirmanto Jap, Qianmei Wu, Fan Zhang, Shivam Bhasin: Reality Check on Side-Channels: Lessons learnt from breaking AES on ARM Cortex-A72 processor with Out-of-Order Execution. WOOT...
View ArticleUnderstanding PII Leakage in Large Language Models: A Systematic Survey.
Shuai Cheng, Zhao Li, Shu Meng, Mengxia Ren, Haitao Xu, Shuai Hao, Chuan Yue, Fan Zhang: Understanding PII Leakage in Large Language Models: A Systematic Survey. IJCAI 2025: 10409-10417
View ArticleThe Mysteries of LRA: Roots and Progress in Side-Channel Applications.
Jiangshan Long, Changhai Ou, Yukun Cheng, Tingting Wang, Zhu Wang, Fan Zhang: The Mysteries of LRA: Roots and Progress in Side-Channel Applications. IEEE Trans. Inf. Forensics Secur. 20: 8978-8993 (2025)
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MinMaxEntropy: Bound Model Errors for Side-Channel Leakages From Information...
Changhai Ou, Zhenfang Qiu, Xingshuo Han, Fan Zhang, Shihui Zheng, Fei Yan: MinMaxEntropy: Bound Model Errors for Side-Channel Leakages From Information Theory. IEEE Trans. Comput. Aided Des. Integr....
View ArticleAdsDP: A Video Dataset for Recognizing and Examining Dark Patterns in iOS...
Yuxuan Shang, Guanxiao Wang, Mengxia Ren, Haomin Zhang, Xingming Chen, Haitao Xu, Chuan Yue, Shuai Hao, Bo Zhou, Wenrui Ma, Fan Zhang, Zhao Li: AdsDP: A Video Dataset for Recognizing and Examining Dark...
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